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Master Thesis Combining Imitation & Reinforcement Learning to Solve Automated Driving(m/w/x)
Combining imitation and reinforcement learning for automated driving algorithms. Python and PyTorch proficiency, AI knowledge required. Scientific publications advantageous.
Anforderungen
- Master's in Natural Sciences, Computer Science (AI focus), or comparable
- Proficiency in Python and PyTorch
- Solid knowledge in AI (Autonomous Driving, Imitation Learning, Reinforcement Learning)
- Initial practical experience (internships) in AI areas preferred
- Initial scientific publications advantageous
- Methodical analysis of complex scientific questions
- Independent development of innovative solutions
- Seeking scientific exchange
- Precise communication of results
- Fluent English
Aufgaben
- Conduct in-depth literature research
- Implement existing reinforcement and imitation learning approaches
- Extend established methods to create innovative solutions
- Explore multi-step model generation using reinforcement learning
- Optimize algorithms for vehicle use
- Combine single-step models with imitation learning
- Generate precise trajectories for autonomous driving
- Document research findings
- Prepare findings for scientific publication
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – fließend
Tools & Technologien
- Python
- PyTorch
- Artificial Intelligence
- Autonomous Driving
- Imitation Learning
- Reinforcement Learning
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Master Thesis Combining Imitation & Reinforcement Learning to Solve Automated Driving(m/w/x)
Combining imitation and reinforcement learning for automated driving algorithms. Python and PyTorch proficiency, AI knowledge required. Scientific publications advantageous.
Anforderungen
- Master's in Natural Sciences, Computer Science (AI focus), or comparable
- Proficiency in Python and PyTorch
- Solid knowledge in AI (Autonomous Driving, Imitation Learning, Reinforcement Learning)
- Initial practical experience (internships) in AI areas preferred
- Initial scientific publications advantageous
- Methodical analysis of complex scientific questions
- Independent development of innovative solutions
- Seeking scientific exchange
- Precise communication of results
- Fluent English
Aufgaben
- Conduct in-depth literature research
- Implement existing reinforcement and imitation learning approaches
- Extend established methods to create innovative solutions
- Explore multi-step model generation using reinforcement learning
- Optimize algorithms for vehicle use
- Combine single-step models with imitation learning
- Generate precise trajectories for autonomous driving
- Document research findings
- Prepare findings for scientific publication
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – fließend
Tools & Technologien
- Python
- PyTorch
- Artificial Intelligence
- Autonomous Driving
- Imitation Learning
- Reinforcement Learning
Gefällt dir diese Stelle?
BetaDein Career Agent findet täglich ähnliche Jobs für dich.
Über das Unternehmen
Bosch Group
Branche
IT
Beschreibung
Das Unternehmen entwickelt hochwertige Technologien und Dienstleistungen, die das Leben der Menschen verbessern.
Noch nicht perfekt?
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Master Thesis Automated Driving Systems(m/w/x)
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Master Thesis Advanced Control Strategies for Next-Generation Vehicle Dynamics(m/w/x)
VollzeitPraktikumnur vor OrtRenningen - Fraunhofer-Gesellschaft
Master Thesis - Reinforcement Learning for wheeled, bipedal robots(m/w/x)
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